Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3000 |
| Missing cells | 3958 |
| Missing cells (%) | 5.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 585.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 22 |
customer_spend_02 is highly overall correlated with customer_spend_03 and 5 other fields | High correlation |
customer_spend_03 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
customer_spend_05 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
customer_spend_06 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
customer_spend_07 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
customer_profile_01 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
customer_profile_02 is highly overall correlated with customer_spend_02 and 6 other fields | High correlation |
merchant_profile_02 is highly overall correlated with merchant_profile_03 | High correlation |
merchant_spend_09 is highly overall correlated with merchant_profile_03 | High correlation |
merchant_profile_03 is highly overall correlated with merchant_profile_02 and 1 other fields | High correlation |
customer_profile_03 is highly overall correlated with customer_spend_03 and 5 other fields | High correlation |
customer_profile_04 is highly overall correlated with customer | High correlation |
customer is highly overall correlated with customer_profile_04 | High correlation |
activation is highly imbalanced (94.5%) | Imbalance |
customer_spend_01 has 466 (15.5%) missing values | Missing |
customer_spend_02 has 466 (15.5%) missing values | Missing |
customer_spend_03 has 223 (7.4%) missing values | Missing |
customer_spend_05 has 223 (7.4%) missing values | Missing |
customer_spend_06 has 149 (5.0%) missing values | Missing |
customer_spend_07 has 149 (5.0%) missing values | Missing |
merchant_spend_06 has 153 (5.1%) missing values | Missing |
merchant_profile_01 has 153 (5.1%) missing values | Missing |
distance_04 has 531 (17.7%) missing values | Missing |
merchant_profile_02 has 470 (15.7%) missing values | Missing |
merchant_spend_09 has 350 (11.7%) missing values | Missing |
merchant_profile_03 has 350 (11.7%) missing values | Missing |
customer_digital_activity_01 has 154 (5.1%) missing values | Missing |
merchant_spend_10 has 91 (3.0%) missing values | Missing |
customer_profile_01 is highly skewed (γ1 = 20.06843632) | Skewed |
merchant_spend_10 is highly skewed (γ1 = 20.38585863) | Skewed |
customer_profile_01 has 361 (12.0%) zeros | Zeros |
customer_profile_02 has 431 (14.4%) zeros | Zeros |
customer_digital_activity_01 has 225 (7.5%) zeros | Zeros |
customer_profile_03 has 185 (6.2%) zeros | Zeros |
customer_digital_activity_02 has 331 (11.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-12 13:16:10.829135 |
|---|---|
| Analysis finished | 2024-03-12 13:16:29.125686 |
| Duration | 18.3 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
ind_recommended
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2622 | |
| 1 | 378 | 12.6% |
activation
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.9 KiB |
| 0 | |
|---|---|
| 1 | 19 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 1 | 19 | 0.6% |
customer_spend_01
Real number (ℝ)
| Distinct | 2478 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 466 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.76042 |
| Minimum | 1 |
|---|---|
| Maximum | 4068.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 13.081625 |
| Q1 | 37.972599 |
| median | 63.289893 |
| Q3 | 114.27981 |
| 95-th percentile | 379.46159 |
| Maximum | 4068.37 |
| Range | 4067.37 |
| Interquartile range (IQR) | 76.307211 |
Descriptive statistics
| Standard deviation | 241.41387 |
|---|---|
| Coefficient of variation (CV) | 1.9665448 |
| Kurtosis | 91.485882 |
| Mean | 122.76042 |
| Median Absolute Deviation (MAD) | 31.53712 |
| Skewness | 8.085047 |
| Sum | 311074.91 |
| Variance | 58280.655 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.1 | 11 | 0.4% |
| 1 | 10 | 0.3% |
| 100 | 6 | 0.2% |
| 9.99 | 5 | 0.2% |
| 25 | 5 | 0.2% |
| 44.91 | 3 | 0.1% |
| 4 | 3 | 0.1% |
| 13.99 | 3 | 0.1% |
| 46.7525 | 2 | 0.1% |
| 2.99 | 2 | 0.1% |
| Other values (2468) | 2484 | |
| (Missing) | 466 | 15.5% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 1.05 | 1 | < 0.1% |
| 1.075 | 1 | < 0.1% |
| 1.1 | 11 | |
| 1.6 | 1 | < 0.1% |
| 1.605 | 1 | < 0.1% |
| 1.99 | 2 | 0.1% |
| 2 | 1 | < 0.1% |
| 2.08 | 1 | < 0.1% |
| 2.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4068.37 | 1 | |
| 3500 | 1 | |
| 3400.281667 | 1 | |
| 2965.12 | 1 | |
| 2933.5 | 1 | |
| 2921.2 | 1 | |
| 2665.14625 | 1 | |
| 2332.878 | 1 | |
| 1927.5225 | 1 | |
| 1744.074 | 1 |
customer_spend_02
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 40 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 466 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5114444 |
| Minimum | 1 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 21 |
| Maximum | 47 |
| Range | 46 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.4515311 |
|---|---|
| Coefficient of variation (CV) | 0.85889355 |
| Kurtosis | 3.2375496 |
| Mean | 7.5114444 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.5259305 |
| Sum | 19034 |
| Variance | 41.622253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 356 | |
| 2 | 280 | |
| 3 | 225 | 7.5% |
| 4 | 198 | 6.6% |
| 5 | 190 | 6.3% |
| 6 | 153 | 5.1% |
| 8 | 134 | 4.5% |
| 7 | 128 | 4.3% |
| 10 | 107 | 3.6% |
| 9 | 101 | 3.4% |
| Other values (30) | 662 | |
| (Missing) | 466 |
| Value | Count | Frequency (%) |
| 1 | 356 | |
| 2 | 280 | |
| 3 | 225 | |
| 4 | 198 | |
| 5 | 190 | |
| 6 | 153 | |
| 7 | 128 | 4.3% |
| 8 | 134 | 4.5% |
| 9 | 101 | 3.4% |
| 10 | 107 | 3.6% |
| Value | Count | Frequency (%) |
| 47 | 2 | |
| 43 | 1 | |
| 42 | 1 | |
| 41 | 2 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 | |
| 35 | 2 | |
| 34 | 1 | |
| 33 | 1 |
customer_spend_03
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 214 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 223 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.594166 |
| Minimum | 0 |
|---|---|
| Maximum | 340 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 28 |
| Q3 | 66 |
| 95-th percentile | 147 |
| Maximum | 340 |
| Range | 340 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 49.047812 |
|---|---|
| Coefficient of variation (CV) | 1.0757475 |
| Kurtosis | 2.8063865 |
| Mean | 45.594166 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.5997882 |
| Sum | 126615 |
| Variance | 2405.6879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 136 | 4.5% |
| 2 | 101 | 3.4% |
| 3 | 92 | 3.1% |
| 4 | 87 | 2.9% |
| 5 | 82 | 2.7% |
| 6 | 66 | 2.2% |
| 7 | 66 | 2.2% |
| 8 | 64 | 2.1% |
| 9 | 55 | 1.8% |
| 11 | 50 | 1.7% |
| Other values (204) | 1978 | |
| (Missing) | 223 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.2% |
| 1 | 136 | |
| 2 | 101 | |
| 3 | 92 | |
| 4 | 87 | |
| 5 | 82 | |
| 6 | 66 | |
| 7 | 66 | |
| 8 | 64 | |
| 9 | 55 |
| Value | Count | Frequency (%) |
| 340 | 1 | |
| 329 | 1 | |
| 301 | 1 | |
| 293 | 1 | |
| 264 | 2 | |
| 260 | 1 | |
| 256 | 1 | |
| 245 | 1 | |
| 241 | 1 | |
| 237 | 1 |
customer_spend_05
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 2762 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 223 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13926.256 |
| Minimum | 1.05 |
|---|---|
| Maximum | 675640.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 160.66 |
| Q1 | 1617.78 |
| median | 6064 |
| Q3 | 14724.93 |
| 95-th percentile | 47487.914 |
| Maximum | 675640.04 |
| Range | 675638.99 |
| Interquartile range (IQR) | 13107.15 |
Descriptive statistics
| Standard deviation | 32900.36 |
|---|---|
| Coefficient of variation (CV) | 2.3624699 |
| Kurtosis | 145.70033 |
| Mean | 13926.256 |
| Median Absolute Deviation (MAD) | 5210.68 |
| Skewness | 10.10774 |
| Sum | 38673213 |
| Variance | 1.0824337 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.1 | 5 | 0.2% |
| 83.94 | 2 | 0.1% |
| 23616.32 | 2 | 0.1% |
| 2485.77 | 2 | 0.1% |
| 3.3 | 2 | 0.1% |
| 1741.9 | 2 | 0.1% |
| 164.84 | 2 | 0.1% |
| 1079.44 | 2 | 0.1% |
| 810.39 | 2 | 0.1% |
| 50 | 2 | 0.1% |
| Other values (2752) | 2754 | |
| (Missing) | 223 | 7.4% |
| Value | Count | Frequency (%) |
| 1.05 | 1 | < 0.1% |
| 1.1 | 5 | |
| 2 | 1 | < 0.1% |
| 2.1 | 1 | < 0.1% |
| 3.3 | 2 | 0.1% |
| 5 | 1 | < 0.1% |
| 5.98 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9.69 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 675640.04 | 1 | |
| 537614.72 | 1 | |
| 505937.2 | 1 | |
| 505714.37 | 1 | |
| 478051.89 | 1 | |
| 357934.71 | 1 | |
| 347973.74 | 1 | |
| 260318.31 | 1 | |
| 242669.49 | 1 | |
| 232488.2 | 1 |
customer_spend_06
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 768 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 149 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 233.03613 |
| Minimum | 1 |
|---|---|
| Maximum | 2234 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 38 |
| median | 127 |
| Q3 | 329 |
| 95-th percentile | 798 |
| Maximum | 2234 |
| Range | 2233 |
| Interquartile range (IQR) | 291 |
Descriptive statistics
| Standard deviation | 276.4519 |
|---|---|
| Coefficient of variation (CV) | 1.1863049 |
| Kurtosis | 5.4344277 |
| Mean | 233.03613 |
| Median Absolute Deviation (MAD) | 109 |
| Skewness | 2.0297793 |
| Sum | 664386 |
| Variance | 76425.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 44 | 1.5% |
| 2 | 34 | 1.1% |
| 4 | 33 | 1.1% |
| 3 | 29 | 1.0% |
| 8 | 28 | 0.9% |
| 6 | 26 | 0.9% |
| 13 | 25 | 0.8% |
| 12 | 24 | 0.8% |
| 5 | 24 | 0.8% |
| 16 | 23 | 0.8% |
| Other values (758) | 2561 | |
| (Missing) | 149 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 44 | |
| 2 | 34 | |
| 3 | 29 | |
| 4 | 33 | |
| 5 | 24 | |
| 6 | 26 | |
| 7 | 18 | |
| 8 | 28 | |
| 9 | 21 | |
| 10 | 18 |
| Value | Count | Frequency (%) |
| 2234 | 1 | |
| 1866 | 1 | |
| 1864 | 1 | |
| 1861 | 1 | |
| 1850 | 1 | |
| 1729 | 1 | |
| 1636 | 1 | |
| 1632 | 1 | |
| 1615 | 1 | |
| 1517 | 1 |
customer_spend_07
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 348 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 149 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.73202 |
| Minimum | 1 |
|---|---|
| Maximum | 359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 28 |
| median | 86 |
| Q3 | 186 |
| 95-th percentile | 300 |
| Maximum | 359 |
| Range | 358 |
| Interquartile range (IQR) | 158 |
Descriptive statistics
| Standard deviation | 97.215823 |
|---|---|
| Coefficient of variation (CV) | 0.85477968 |
| Kurtosis | -0.72902018 |
| Mean | 113.73202 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 0.67934559 |
| Sum | 324250 |
| Variance | 9450.9162 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 56 | 1.9% |
| 2 | 39 | 1.3% |
| 4 | 37 | 1.2% |
| 5 | 35 | 1.2% |
| 7 | 34 | 1.1% |
| 3 | 33 | 1.1% |
| 13 | 33 | 1.1% |
| 14 | 32 | 1.1% |
| 12 | 30 | 1.0% |
| 6 | 30 | 1.0% |
| Other values (338) | 2492 | |
| (Missing) | 149 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 2 | 39 | |
| 3 | 33 | |
| 4 | 37 | |
| 5 | 35 | |
| 6 | 30 | |
| 7 | 34 | |
| 8 | 29 | |
| 9 | 23 | |
| 10 | 13 | 0.4% |
| Value | Count | Frequency (%) |
| 359 | 1 | < 0.1% |
| 356 | 1 | < 0.1% |
| 355 | 2 | |
| 354 | 1 | < 0.1% |
| 349 | 4 | |
| 348 | 3 | |
| 346 | 3 | |
| 345 | 3 | |
| 344 | 2 | |
| 342 | 3 |
merchant_spend_06
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 153 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -80.824025 |
| Minimum | -999 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 328 |
| Negative (%) | 10.9% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | -999 |
| Q1 | 11 |
| median | 29 |
| Q3 | 55 |
| 95-th percentile | 86 |
| Maximum | 100 |
| Range | 1099 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 332.29112 |
|---|---|
| Coefficient of variation (CV) | -4.1112914 |
| Kurtosis | 3.7489553 |
| Mean | -80.824025 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -2.3857446 |
| Sum | -230106 |
| Variance | 110417.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -999 | 328 | 10.9% |
| 17 | 52 | 1.7% |
| 12 | 52 | 1.7% |
| 2 | 49 | 1.6% |
| 11 | 48 | 1.6% |
| 8 | 47 | 1.6% |
| 15 | 46 | 1.5% |
| 19 | 45 | 1.5% |
| 10 | 44 | 1.5% |
| 21 | 44 | 1.5% |
| Other values (91) | 2092 | |
| (Missing) | 153 | 5.1% |
| Value | Count | Frequency (%) |
| -999 | 328 | |
| 1 | 18 | 0.6% |
| 2 | 49 | 1.6% |
| 3 | 34 | 1.1% |
| 4 | 41 | 1.4% |
| 5 | 34 | 1.1% |
| 6 | 30 | 1.0% |
| 7 | 43 | 1.4% |
| 8 | 47 | 1.6% |
| 9 | 37 | 1.2% |
| Value | Count | Frequency (%) |
| 100 | 11 | |
| 99 | 5 | |
| 98 | 11 | |
| 97 | 11 | |
| 96 | 10 | |
| 95 | 12 | |
| 94 | 9 | |
| 93 | 7 | |
| 92 | 7 | |
| 91 | 11 |
merchant_profile_01
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 153 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 264.61574 |
| Minimum | 101 |
|---|---|
| Maximum | 502 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 101 |
| Q1 | 101 |
| median | 324 |
| Q3 | 406 |
| 95-th percentile | 419 |
| Maximum | 502 |
| Range | 401 |
| Interquartile range (IQR) | 305 |
Descriptive statistics
| Standard deviation | 137.08052 |
|---|---|
| Coefficient of variation (CV) | 0.51803615 |
| Kurtosis | -1.7422119 |
| Mean | 264.61574 |
| Median Absolute Deviation (MAD) | 93 |
| Skewness | -0.15948455 |
| Sum | 753361 |
| Variance | 18791.068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101 | 774 | |
| 406 | 369 | |
| 326 | 299 | 10.0% |
| 103 | 273 | 9.1% |
| 202 | 182 | 6.1% |
| 416 | 100 | 3.3% |
| 417 | 100 | 3.3% |
| 419 | 82 | 2.7% |
| 403 | 71 | 2.4% |
| 307 | 64 | 2.1% |
| Other values (40) | 533 | |
| (Missing) | 153 | 5.1% |
| Value | Count | Frequency (%) |
| 101 | 774 | |
| 102 | 13 | 0.4% |
| 103 | 273 | 9.1% |
| 201 | 13 | 0.4% |
| 202 | 182 | 6.1% |
| 301 | 3 | 0.1% |
| 302 | 1 | < 0.1% |
| 303 | 3 | 0.1% |
| 306 | 1 | < 0.1% |
| 307 | 64 | 2.1% |
| Value | Count | Frequency (%) |
| 502 | 2 | 0.1% |
| 501 | 6 | 0.2% |
| 420 | 61 | |
| 419 | 82 | |
| 418 | 4 | 0.1% |
| 417 | 100 | |
| 416 | 100 | |
| 415 | 47 | |
| 414 | 38 | 1.3% |
| 413 | 63 |
customer_profile_01
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 2589 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2383.037 |
| Minimum | -999 |
|---|---|
| Maximum | 282096.02 |
| Zeros | 361 |
| Zeros (%) | 12.0% |
| Negative | 5 |
| Negative (%) | 0.2% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 90.325 |
| median | 622.54 |
| Q3 | 2269.32 |
| 95-th percentile | 9226.368 |
| Maximum | 282096.02 |
| Range | 283095.02 |
| Interquartile range (IQR) | 2178.995 |
Descriptive statistics
| Standard deviation | 8243.3007 |
|---|---|
| Coefficient of variation (CV) | 3.4591577 |
| Kurtosis | 578.95469 |
| Mean | 2383.037 |
| Median Absolute Deviation (MAD) | 617.11 |
| Skewness | 20.068436 |
| Sum | 7146727.9 |
| Variance | 67952006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 361 | 12.0% |
| -999 | 5 | 0.2% |
| 0.99 | 4 | 0.1% |
| 15 | 3 | 0.1% |
| 99 | 3 | 0.1% |
| 20 | 3 | 0.1% |
| 70 | 3 | 0.1% |
| 95 | 3 | 0.1% |
| 2.99 | 3 | 0.1% |
| 337.69 | 2 | 0.1% |
| Other values (2579) | 2609 |
| Value | Count | Frequency (%) |
| -999 | 5 | 0.2% |
| 0 | 361 | |
| 0.07 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.99 | 4 | 0.1% |
| 1 | 1 | < 0.1% |
| 1.35 | 1 | < 0.1% |
| 1.47 | 1 | < 0.1% |
| 1.69 | 1 | < 0.1% |
| 1.77 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 282096.02 | 1 | |
| 204934.9 | 1 | |
| 96577.08 | 1 | |
| 96420.66 | 1 | |
| 67924.24 | 1 | |
| 61138.92 | 1 | |
| 58862.49 | 1 | |
| 51610.85 | 1 | |
| 51161.28 | 1 | |
| 48206.6 | 1 |
customer_profile_02
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2162 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.9796 |
| Minimum | 0 |
|---|---|
| Maximum | 217279.88 |
| Zeros | 431 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 95.49 |
| median | 511.83 |
| Q3 | 1952.765 |
| 95-th percentile | 7792.019 |
| Maximum | 217279.88 |
| Range | 217279.88 |
| Interquartile range (IQR) | 1857.275 |
Descriptive statistics
| Standard deviation | 6292.6802 |
|---|---|
| Coefficient of variation (CV) | 3.1245004 |
| Kurtosis | 528.48682 |
| Mean | 2013.9796 |
| Median Absolute Deviation (MAD) | 511.83 |
| Skewness | 18.429191 |
| Sum | 6039924.9 |
| Variance | 39597823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 431 | 14.4% |
| 200 | 38 | 1.3% |
| 100 | 37 | 1.2% |
| 40 | 35 | 1.2% |
| 300 | 28 | 0.9% |
| 1000 | 20 | 0.7% |
| 400 | 20 | 0.7% |
| 50 | 20 | 0.7% |
| 500 | 19 | 0.6% |
| 2000 | 18 | 0.6% |
| Other values (2152) | 2333 |
| Value | Count | Frequency (%) |
| 0 | 431 | |
| 0.99 | 3 | 0.1% |
| 1 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.36 | 1 | < 0.1% |
| 1.47 | 1 | < 0.1% |
| 1.77 | 1 | < 0.1% |
| 1.99 | 1 | < 0.1% |
| 2.23 | 1 | < 0.1% |
| 2.78 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 217279.88 | 1 | |
| 122098.63 | 1 | |
| 102156.57 | 1 | |
| 65246.43 | 1 | |
| 42056.6 | 1 | |
| 40250.21 | 1 | |
| 38553.36 | 1 | |
| 35764.91 | 1 | |
| 34789.14 | 1 | |
| 34763.13 | 1 |
distance_04
Real number (ℝ)
| Distinct | 1071 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 531 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.048651 |
| Minimum | 1 |
|---|---|
| Maximum | 2923 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.3684211 |
| median | 3.4285714 |
| Q3 | 6.9280822 |
| 95-th percentile | 42.3 |
| Maximum | 2923 |
| Range | 2922 |
| Interquartile range (IQR) | 5.5596611 |
Descriptive statistics
| Standard deviation | 152.39291 |
|---|---|
| Coefficient of variation (CV) | 5.8503188 |
| Kurtosis | 146.63413 |
| Mean | 26.048651 |
| Median Absolute Deviation (MAD) | 2.4285714 |
| Skewness | 10.96521 |
| Sum | 64314.118 |
| Variance | 23223.599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 556 | 18.5% |
| 3 | 68 | 2.3% |
| 2 | 55 | 1.8% |
| 4 | 49 | 1.6% |
| 5 | 46 | 1.5% |
| 7 | 33 | 1.1% |
| 6 | 32 | 1.1% |
| 1.5 | 30 | 1.0% |
| 2.5 | 22 | 0.7% |
| 3.5 | 22 | 0.7% |
| Other values (1061) | 1556 | |
| (Missing) | 531 | 17.7% |
| Value | Count | Frequency (%) |
| 1 | 556 | |
| 1.00877193 | 1 | < 0.1% |
| 1.012195122 | 1 | < 0.1% |
| 1.016129032 | 1 | < 0.1% |
| 1.02173913 | 1 | < 0.1% |
| 1.043478261 | 1 | < 0.1% |
| 1.0625 | 2 | 0.1% |
| 1.076470588 | 1 | < 0.1% |
| 1.083333333 | 2 | 0.1% |
| 1.099547511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2923 | 1 | |
| 2410 | 1 | |
| 2234 | 1 | |
| 2191.5 | 1 | |
| 2124.5 | 1 | |
| 1566 | 1 | |
| 1442 | 1 | |
| 1363 | 1 | |
| 1311 | 1 | |
| 1218.75 | 2 |
merchant_profile_02
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1339 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 470 |
| Missing (%) | 15.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25136885 |
| Minimum | 0.011764706 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0.011764706 |
|---|---|
| 5-th percentile | 0.070890807 |
| Q1 | 0.14699525 |
| median | 0.2205591 |
| Q3 | 0.32220358 |
| 95-th percentile | 0.5103322 |
| Maximum | 1 |
| Range | 0.98823529 |
| Interquartile range (IQR) | 0.17520833 |
Descriptive statistics
| Standard deviation | 0.15405411 |
|---|---|
| Coefficient of variation (CV) | 0.61286076 |
| Kurtosis | 5.1661336 |
| Mean | 0.25136885 |
| Median Absolute Deviation (MAD) | 0.082820197 |
| Skewness | 1.7747746 |
| Sum | 635.9632 |
| Variance | 0.023732668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3333333333 | 71 | 2.4% |
| 0.25 | 68 | 2.3% |
| 0.5 | 65 | 2.2% |
| 0.2 | 55 | 1.8% |
| 0.1666666667 | 46 | 1.5% |
| 0.1428571429 | 39 | 1.3% |
| 0.125 | 30 | 1.0% |
| 0.2222222222 | 27 | 0.9% |
| 0.1111111111 | 26 | 0.9% |
| 1 | 26 | 0.9% |
| Other values (1329) | 2077 | |
| (Missing) | 470 | 15.7% |
| Value | Count | Frequency (%) |
| 0.01176470588 | 1 | |
| 0.01204819277 | 1 | |
| 0.01639344262 | 1 | |
| 0.01886792453 | 1 | |
| 0.02150537634 | 1 | |
| 0.02325581395 | 1 | |
| 0.024 | 1 | |
| 0.025 | 2 | |
| 0.02816901408 | 1 | |
| 0.02941176471 | 2 |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.8571428571 | 1 | < 0.1% |
| 0.8235294118 | 1 | < 0.1% |
| 0.8181818182 | 1 | < 0.1% |
| 0.8 | 2 | 0.1% |
| 0.75 | 10 | 0.3% |
| 0.7272727273 | 1 | < 0.1% |
| 0.7142857143 | 1 | < 0.1% |
| 0.7 | 2 | 0.1% |
| 0.6923076923 | 1 | < 0.1% |
merchant_spend_09
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 2468 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 350 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22033.547 |
| Minimum | 5 |
|---|---|
| Maximum | 103342 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 772.35 |
| Q1 | 3974.75 |
| median | 11901.5 |
| Q3 | 28103.25 |
| 95-th percentile | 83254 |
| Maximum | 103342 |
| Range | 103337 |
| Interquartile range (IQR) | 24128.5 |
Descriptive statistics
| Standard deviation | 25397.38 |
|---|---|
| Coefficient of variation (CV) | 1.1526687 |
| Kurtosis | 1.6052973 |
| Mean | 22033.547 |
| Median Absolute Deviation (MAD) | 9441.5 |
| Skewness | 1.5753381 |
| Sum | 58388900 |
| Variance | 6.4502692 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13166 | 4 | 0.1% |
| 28919 | 4 | 0.1% |
| 18755 | 4 | 0.1% |
| 4529 | 3 | 0.1% |
| 30738 | 3 | 0.1% |
| 1967 | 3 | 0.1% |
| 5 | 3 | 0.1% |
| 3732 | 3 | 0.1% |
| 934 | 3 | 0.1% |
| 98664 | 3 | 0.1% |
| Other values (2458) | 2617 | |
| (Missing) | 350 | 11.7% |
| Value | Count | Frequency (%) |
| 5 | 3 | |
| 22 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 103342 | 1 | |
| 103205 | 1 | |
| 103154 | 1 | |
| 102974 | 1 | |
| 102869 | 1 | |
| 102658 | 1 | |
| 102620 | 1 | |
| 102524 | 1 | |
| 102190 | 1 | |
| 102187 | 1 |
merchant_profile_03
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1931 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 350 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21546.895 |
| Minimum | 1 |
|---|---|
| Maximum | 98638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 603 |
| Q1 | 3909.25 |
| median | 11837 |
| Q3 | 27733 |
| 95-th percentile | 82005.85 |
| Maximum | 98638 |
| Range | 98637 |
| Interquartile range (IQR) | 23823.75 |
Descriptive statistics
| Standard deviation | 24817.976 |
|---|---|
| Coefficient of variation (CV) | 1.1518121 |
| Kurtosis | 1.6271689 |
| Mean | 21546.895 |
| Median Absolute Deviation (MAD) | 9502.5 |
| Skewness | 1.5796443 |
| Sum | 57099273 |
| Variance | 6.1593191 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24708 | 47 | 1.6% |
| 36939 | 44 | 1.5% |
| 98638 | 19 | 0.6% |
| 16599 | 17 | 0.6% |
| 7236 | 14 | 0.5% |
| 11795 | 11 | 0.4% |
| 23900 | 10 | 0.3% |
| 5578 | 10 | 0.3% |
| 16202 | 10 | 0.3% |
| 1593 | 9 | 0.3% |
| Other values (1921) | 2459 | |
| (Missing) | 350 | 11.7% |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 24 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 62 | 2 | 0.1% |
| 69 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 98638 | 19 | |
| 98623 | 1 | < 0.1% |
| 98553 | 1 | < 0.1% |
| 98499 | 1 | < 0.1% |
| 98445 | 1 | < 0.1% |
| 98189 | 1 | < 0.1% |
| 98177 | 1 | < 0.1% |
| 97954 | 1 | < 0.1% |
| 97882 | 1 | < 0.1% |
| 97708 | 1 | < 0.1% |
customer_digital_activity_01
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 755 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 154 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54052719 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 225 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.22222222 |
| median | 0.55813953 |
| Q3 | 0.8862013 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.66397908 |
Descriptive statistics
| Standard deviation | 0.34613197 |
|---|---|
| Coefficient of variation (CV) | 0.64035996 |
| Kurtosis | -1.3879777 |
| Mean | 0.54052719 |
| Median Absolute Deviation (MAD) | 0.33074935 |
| Skewness | -0.10744967 |
| Sum | 1538.3404 |
| Variance | 0.11980734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 399 | 13.3% |
| 0 | 225 | 7.5% |
| 0.5 | 47 | 1.6% |
| 0.3333333333 | 28 | 0.9% |
| 0.6666666667 | 25 | 0.8% |
| 0.8 | 24 | 0.8% |
| 0.2 | 24 | 0.8% |
| 0.25 | 19 | 0.6% |
| 0.6 | 17 | 0.6% |
| 0.1428571429 | 16 | 0.5% |
| Other values (745) | 2022 | |
| (Missing) | 154 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 0.01818181818 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.02040816327 | 1 | < 0.1% |
| 0.02083333333 | 1 | < 0.1% |
| 0.02127659574 | 1 | < 0.1% |
| 0.02173913043 | 1 | < 0.1% |
| 0.02272727273 | 1 | < 0.1% |
| 0.02325581395 | 3 | 0.1% |
| 0.02380952381 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 399 | |
| 0.9871794872 | 1 | < 0.1% |
| 0.9852941176 | 1 | < 0.1% |
| 0.9838709677 | 1 | < 0.1% |
| 0.9818181818 | 1 | < 0.1% |
| 0.9814814815 | 1 | < 0.1% |
| 0.9803921569 | 3 | 0.1% |
| 0.98 | 2 | 0.1% |
| 0.9795918367 | 3 | 0.1% |
| 0.9791666667 | 1 | < 0.1% |
merchant_spend_10
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 2562 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 91 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 241.02612 |
| Minimum | 1 |
|---|---|
| Maximum | 39351.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10.581 |
| Q1 | 23.265 |
| median | 43 |
| Q3 | 116.14286 |
| 95-th percentile | 731.416 |
| Maximum | 39351.15 |
| Range | 39350.15 |
| Interquartile range (IQR) | 92.877857 |
Descriptive statistics
| Standard deviation | 1614.1903 |
|---|---|
| Coefficient of variation (CV) | 6.6971591 |
| Kurtosis | 458.38468 |
| Mean | 241.02612 |
| Median Absolute Deviation (MAD) | 26.5 |
| Skewness | 20.385859 |
| Sum | 701144.99 |
| Variance | 2605610.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 10 | 0.3% |
| 25 | 8 | 0.3% |
| 30 | 8 | 0.3% |
| 45 | 8 | 0.3% |
| 10 | 7 | 0.2% |
| 50 | 7 | 0.2% |
| 35 | 7 | 0.2% |
| 150 | 6 | 0.2% |
| 450 | 6 | 0.2% |
| 20 | 6 | 0.2% |
| Other values (2552) | 2836 | |
| (Missing) | 91 | 3.0% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 1.1 | 1 | |
| 1.344364407 | 1 | |
| 1.491869301 | 1 | |
| 1.500229358 | 1 | |
| 1.7 | 1 | |
| 2.233333333 | 1 | |
| 2.99 | 1 | |
| 3.088461538 | 1 | |
| 3.34 | 1 |
| Value | Count | Frequency (%) |
| 39351.15 | 3 | |
| 33405 | 1 | < 0.1% |
| 30103.5 | 1 | < 0.1% |
| 14182.85 | 1 | < 0.1% |
| 9675.65 | 1 | < 0.1% |
| 9603.1 | 1 | < 0.1% |
| 8574.75 | 1 | < 0.1% |
| 8261.28 | 1 | < 0.1% |
| 5040.5 | 1 | < 0.1% |
| 4823.6 | 1 | < 0.1% |
customer_profile_03
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2564 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 18 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.241643 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 185 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.106729 |
| median | 46.192729 |
| Q3 | 82.796235 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 69.689506 |
Descriptive statistics
| Standard deviation | 35.511071 |
|---|---|
| Coefficient of variation (CV) | 0.73610824 |
| Kurtosis | -1.4634886 |
| Mean | 48.241643 |
| Median Absolute Deviation (MAD) | 34.416606 |
| Skewness | 0.090105935 |
| Sum | 143856.58 |
| Variance | 1261.0361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 227 | 7.6% |
| 0 | 185 | 6.2% |
| 7.614311559 | 2 | 0.1% |
| 13.14173912 | 2 | 0.1% |
| 65.19974134 | 2 | 0.1% |
| 4.057659421 | 2 | 0.1% |
| 5.600361333 | 2 | 0.1% |
| 32.30505643 | 2 | 0.1% |
| 85.75350667 | 2 | 0.1% |
| 35.22849304 | 2 | 0.1% |
| Other values (2554) | 2554 | |
| (Missing) | 18 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 0.003083673375 | 1 | < 0.1% |
| 0.004582147064 | 1 | < 0.1% |
| 0.004976753018 | 1 | < 0.1% |
| 0.006537953996 | 1 | < 0.1% |
| 0.008825346195 | 1 | < 0.1% |
| 0.009515782887 | 1 | < 0.1% |
| 0.01917867199 | 1 | < 0.1% |
| 0.02057299449 | 1 | < 0.1% |
| 0.03872742123 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 227 | |
| 99.99257197 | 1 | < 0.1% |
| 99.97503836 | 1 | < 0.1% |
| 99.96526308 | 1 | < 0.1% |
| 99.94986176 | 1 | < 0.1% |
| 99.94672 | 1 | < 0.1% |
| 99.92505689 | 1 | < 0.1% |
| 99.92277528 | 1 | < 0.1% |
| 99.91938133 | 1 | < 0.1% |
| 99.91474588 | 1 | < 0.1% |
customer_digital_activity_02
Real number (ℝ)
| Distinct | 284 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 7 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6884397 |
| Minimum | 0 |
|---|---|
| Maximum | 197.83333 |
| Zeros | 331 |
| Zeros (%) | 11.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.83333333 |
| median | 2.1666667 |
| Q3 | 5.3333333 |
| 95-th percentile | 33.5 |
| Maximum | 197.83333 |
| Range | 197.83333 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 14.401595 |
|---|---|
| Coefficient of variation (CV) | 2.1532069 |
| Kurtosis | 39.566888 |
| Mean | 6.6884397 |
| Median Absolute Deviation (MAD) | 1.8333333 |
| Skewness | 5.2103906 |
| Sum | 20018.5 |
| Variance | 207.40593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 331 | 11.0% |
| 0.1666666667 | 131 | 4.4% |
| 1 | 122 | 4.1% |
| 1.166666667 | 111 | 3.7% |
| 0.8333333333 | 108 | 3.6% |
| 1.333333333 | 107 | 3.6% |
| 1.666666667 | 100 | 3.3% |
| 1.5 | 98 | 3.3% |
| 0.3333333333 | 81 | 2.7% |
| 0.6666666667 | 76 | 2.5% |
| Other values (274) | 1728 |
| Value | Count | Frequency (%) |
| 0 | 331 | |
| 0.1666666667 | 131 | 4.4% |
| 0.3333333333 | 81 | 2.7% |
| 0.5 | 74 | 2.5% |
| 0.6666666667 | 76 | 2.5% |
| 0.8333333333 | 108 | 3.6% |
| 1 | 122 | 4.1% |
| 1.166666667 | 111 | 3.7% |
| 1.333333333 | 107 | 3.6% |
| 1.5 | 98 | 3.3% |
| Value | Count | Frequency (%) |
| 197.8333333 | 1 | < 0.1% |
| 174.8333333 | 1 | < 0.1% |
| 162.5 | 1 | < 0.1% |
| 154.6666667 | 1 | < 0.1% |
| 137.1666667 | 1 | < 0.1% |
| 127.8333333 | 1 | < 0.1% |
| 117.3333333 | 1 | < 0.1% |
| 113.6666667 | 3 | |
| 109 | 1 | < 0.1% |
| 108.6666667 | 1 | < 0.1% |
customer_profile_04
Real number (ℝ)
| Distinct | 533 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 3 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.44511 |
| Minimum | 2 |
|---|---|
| Maximum | 744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 64 |
| median | 149 |
| Q3 | 251 |
| 95-th percentile | 461.2 |
| Maximum | 744 |
| Range | 742 |
| Interquartile range (IQR) | 187 |
Descriptive statistics
| Standard deviation | 140.2621 |
|---|---|
| Coefficient of variation (CV) | 0.79493334 |
| Kurtosis | 0.66385496 |
| Mean | 176.44511 |
| Median Absolute Deviation (MAD) | 92 |
| Skewness | 1.0474277 |
| Sum | 528806 |
| Variance | 19673.457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 41 | 1.4% |
| 52 | 24 | 0.8% |
| 79 | 23 | 0.8% |
| 67 | 22 | 0.7% |
| 41 | 21 | 0.7% |
| 64 | 19 | 0.6% |
| 21 | 19 | 0.6% |
| 175 | 19 | 0.6% |
| 257 | 18 | 0.6% |
| 75 | 18 | 0.6% |
| Other values (523) | 2773 |
| Value | Count | Frequency (%) |
| 2 | 5 | 0.2% |
| 3 | 16 | |
| 4 | 12 | |
| 5 | 9 | |
| 6 | 13 | |
| 7 | 10 | |
| 8 | 7 | |
| 9 | 13 | |
| 10 | 11 | |
| 11 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 744 | 1 | |
| 685 | 1 | |
| 678 | 1 | |
| 676 | 1 | |
| 674 | 1 | |
| 666 | 1 | |
| 659 | 1 | |
| 656 | 1 | |
| 653 | 1 | |
| 648 | 1 |
distance_05
Real number (ℝ)
| Distinct | 2988 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1853933 |
| Minimum | 0.040288661 |
|---|---|
| Maximum | 255.97998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 0.040288661 |
|---|---|
| 5-th percentile | 0.45828968 |
| Q1 | 1.8904806 |
| median | 4.0057958 |
| Q3 | 7.953539 |
| 95-th percentile | 19.727978 |
| Maximum | 255.97998 |
| Range | 255.93969 |
| Interquartile range (IQR) | 6.0630584 |
Descriptive statistics
| Standard deviation | 7.8062318 |
|---|---|
| Coefficient of variation (CV) | 1.2620429 |
| Kurtosis | 356.02905 |
| Mean | 6.1853933 |
| Median Absolute Deviation (MAD) | 2.5669797 |
| Skewness | 12.334938 |
| Sum | 18556.18 |
| Variance | 60.937255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1885755869 | 4 | 0.1% |
| 0.1238412933 | 4 | 0.1% |
| 5.006358535 | 2 | 0.1% |
| 0.1236240723 | 2 | 0.1% |
| 0.4204664203 | 2 | 0.1% |
| 0.6469576716 | 2 | 0.1% |
| 0.2085569932 | 2 | 0.1% |
| 6.964461683 | 2 | 0.1% |
| 0.04028866073 | 1 | < 0.1% |
| 6.164381144 | 1 | < 0.1% |
| Other values (2978) | 2978 |
| Value | Count | Frequency (%) |
| 0.04028866073 | 1 | < 0.1% |
| 0.05990270666 | 1 | < 0.1% |
| 0.08357962633 | 1 | < 0.1% |
| 0.0877162392 | 1 | < 0.1% |
| 0.08798607948 | 1 | < 0.1% |
| 0.09889968918 | 1 | < 0.1% |
| 0.1179272727 | 1 | < 0.1% |
| 0.1220265838 | 1 | < 0.1% |
| 0.1236240723 | 2 | |
| 0.1238412933 | 4 |
| Value | Count | Frequency (%) |
| 255.9799786 | 1 | |
| 94.99953199 | 1 | |
| 57.51180184 | 1 | |
| 55.74624436 | 1 | |
| 42.77339066 | 1 | |
| 33.01404136 | 1 | |
| 32.75418639 | 1 | |
| 32.64893483 | 1 | |
| 31.59246692 | 1 | |
| 30.69258267 | 1 |
customer
Real number (ℝ)
| Distinct | 2990 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 229374.2 |
| Minimum | 18 |
|---|---|
| Maximum | 462568 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 23700.05 |
| Q1 | 111568 |
| median | 227825.5 |
| Q3 | 346049.75 |
| 95-th percentile | 441383.25 |
| Maximum | 462568 |
| Range | 462550 |
| Interquartile range (IQR) | 234481.75 |
Descriptive statistics
| Standard deviation | 134225.85 |
|---|---|
| Coefficient of variation (CV) | 0.58518286 |
| Kurtosis | -1.2096756 |
| Mean | 229374.2 |
| Median Absolute Deviation (MAD) | 116798.5 |
| Skewness | 0.029408129 |
| Sum | 6.881226 × 108 |
| Variance | 1.8016578 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 291624 | 2 | 0.1% |
| 161522 | 2 | 0.1% |
| 408655 | 2 | 0.1% |
| 288242 | 2 | 0.1% |
| 382380 | 2 | 0.1% |
| 445092 | 2 | 0.1% |
| 68402 | 2 | 0.1% |
| 266942 | 2 | 0.1% |
| 404996 | 2 | 0.1% |
| 458440 | 2 | 0.1% |
| Other values (2980) | 2980 |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 53 | 1 | |
| 156 | 1 | |
| 219 | 1 | |
| 226 | 1 | |
| 324 | 1 | |
| 384 | 1 | |
| 657 | 1 | |
| 679 | 1 | |
| 959 | 1 |
| Value | Count | Frequency (%) |
| 462568 | 1 | |
| 462361 | 1 | |
| 462349 | 1 | |
| 462258 | 1 | |
| 462239 | 1 | |
| 462210 | 1 | |
| 461780 | 1 | |
| 461775 | 1 | |
| 461224 | 1 | |
| 461207 | 1 |
merchant
Real number (ℝ)
| Distinct | 2954 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298357.96 |
| Minimum | 106 |
|---|---|
| Maximum | 591870 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.9 KiB |
Quantile statistics
| Minimum | 106 |
|---|---|
| 5-th percentile | 29239.9 |
| Q1 | 151737.75 |
| median | 301043 |
| Q3 | 446427.25 |
| 95-th percentile | 567709.45 |
| Maximum | 591870 |
| Range | 591764 |
| Interquartile range (IQR) | 294689.5 |
Descriptive statistics
| Standard deviation | 170566.9 |
|---|---|
| Coefficient of variation (CV) | 0.57168543 |
| Kurtosis | -1.1866248 |
| Mean | 298357.96 |
| Median Absolute Deviation (MAD) | 147273.5 |
| Skewness | -0.015358107 |
| Sum | 8.9507388 × 108 |
| Variance | 2.9093067 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 260618 | 3 | 0.1% |
| 92994 | 3 | 0.1% |
| 449964 | 3 | 0.1% |
| 278688 | 3 | 0.1% |
| 419424 | 3 | 0.1% |
| 227282 | 2 | 0.1% |
| 583458 | 2 | 0.1% |
| 143284 | 2 | 0.1% |
| 19752 | 2 | 0.1% |
| 577648 | 2 | 0.1% |
| Other values (2944) | 2975 |
| Value | Count | Frequency (%) |
| 106 | 1 | |
| 139 | 1 | |
| 228 | 1 | |
| 400 | 1 | |
| 573 | 1 | |
| 584 | 1 | |
| 734 | 1 | |
| 1022 | 1 | |
| 1026 | 1 | |
| 1311 | 1 |
| Value | Count | Frequency (%) |
| 591870 | 1 | |
| 591739 | 1 | |
| 591587 | 1 | |
| 591099 | 1 | |
| 590792 | 1 | |
| 590789 | 1 | |
| 590726 | 1 | |
| 590401 | 1 | |
| 590374 | 1 | |
| 590364 | 1 |
| customer_spend_01 | customer_spend_02 | customer_spend_03 | customer_spend_05 | customer_spend_06 | customer_spend_07 | merchant_spend_06 | merchant_profile_01 | customer_profile_01 | customer_profile_02 | distance_04 | merchant_profile_02 | merchant_spend_09 | merchant_profile_03 | customer_digital_activity_01 | merchant_spend_10 | customer_profile_03 | customer_digital_activity_02 | customer_profile_04 | distance_05 | customer | merchant | ind_recommended | activation | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| customer_spend_01 | 1.000 | 0.222 | 0.145 | 0.423 | 0.095 | 0.089 | -0.021 | 0.034 | 0.278 | 0.221 | -0.006 | 0.006 | 0.009 | -0.007 | -0.016 | 0.046 | 0.171 | 0.055 | 0.077 | 0.020 | -0.042 | 0.003 | 0.000 | 0.000 |
| customer_spend_02 | 0.222 | 1.000 | 0.840 | 0.772 | 0.825 | 0.812 | -0.020 | 0.056 | 0.661 | 0.617 | -0.038 | 0.023 | 0.035 | 0.018 | 0.004 | 0.052 | 0.476 | 0.229 | 0.112 | -0.050 | -0.061 | 0.016 | 0.044 | 0.071 |
| customer_spend_03 | 0.145 | 0.840 | 1.000 | 0.856 | 0.916 | 0.893 | -0.009 | 0.052 | 0.731 | 0.697 | -0.017 | 0.012 | 0.017 | 0.004 | 0.034 | 0.041 | 0.578 | 0.266 | 0.049 | -0.049 | -0.024 | 0.016 | 0.071 | 0.072 |
| customer_spend_05 | 0.423 | 0.772 | 0.856 | 1.000 | 0.841 | 0.827 | -0.025 | 0.071 | 0.799 | 0.749 | -0.012 | 0.028 | 0.017 | 0.000 | 0.032 | 0.079 | 0.608 | 0.275 | 0.131 | -0.051 | -0.065 | 0.022 | 0.014 | 0.000 |
| customer_spend_06 | 0.095 | 0.825 | 0.916 | 0.841 | 1.000 | 0.992 | -0.010 | 0.067 | 0.747 | 0.718 | -0.025 | 0.016 | 0.013 | 0.011 | 0.036 | 0.069 | 0.631 | 0.294 | 0.108 | -0.065 | -0.047 | 0.033 | 0.081 | 0.078 |
| customer_spend_07 | 0.089 | 0.812 | 0.893 | 0.827 | 0.992 | 1.000 | -0.015 | 0.076 | 0.739 | 0.715 | -0.024 | 0.020 | 0.010 | 0.008 | 0.036 | 0.082 | 0.630 | 0.288 | 0.139 | -0.066 | -0.063 | 0.036 | 0.080 | 0.077 |
| merchant_spend_06 | -0.021 | -0.020 | -0.009 | -0.025 | -0.010 | -0.015 | 1.000 | -0.063 | -0.019 | -0.029 | -0.097 | -0.257 | 0.203 | 0.101 | -0.024 | -0.355 | -0.012 | -0.039 | -0.066 | 0.108 | 0.021 | 0.025 | 0.000 | 0.011 |
| merchant_profile_01 | 0.034 | 0.056 | 0.052 | 0.071 | 0.067 | 0.076 | -0.063 | 1.000 | 0.040 | 0.043 | -0.000 | 0.118 | -0.397 | -0.398 | 0.020 | 0.361 | 0.056 | -0.000 | 0.154 | 0.003 | -0.088 | -0.006 | 0.021 | 0.024 |
| customer_profile_01 | 0.278 | 0.661 | 0.731 | 0.799 | 0.747 | 0.739 | -0.019 | 0.040 | 1.000 | 0.831 | -0.014 | 0.042 | 0.043 | 0.020 | 0.008 | 0.064 | 0.560 | 0.289 | 0.108 | -0.075 | -0.044 | 0.044 | 0.048 | 0.000 |
| customer_profile_02 | 0.221 | 0.617 | 0.697 | 0.749 | 0.718 | 0.715 | -0.029 | 0.043 | 0.831 | 1.000 | -0.021 | 0.038 | 0.036 | 0.017 | 0.036 | 0.065 | 0.550 | 0.294 | 0.112 | -0.062 | -0.044 | 0.036 | 0.000 | 0.000 |
| distance_04 | -0.006 | -0.038 | -0.017 | -0.012 | -0.025 | -0.024 | -0.097 | -0.000 | -0.014 | -0.021 | 1.000 | 0.079 | -0.077 | -0.038 | -0.019 | 0.147 | -0.002 | -0.003 | -0.005 | 0.147 | -0.012 | -0.023 | 0.000 | 0.000 |
| merchant_profile_02 | 0.006 | 0.023 | 0.012 | 0.028 | 0.016 | 0.020 | -0.257 | 0.118 | 0.042 | 0.038 | 0.079 | 1.000 | -0.198 | -0.556 | 0.030 | 0.343 | 0.043 | 0.009 | 0.137 | -0.159 | -0.075 | -0.017 | 0.000 | 0.000 |
| merchant_spend_09 | 0.009 | 0.035 | 0.017 | 0.017 | 0.013 | 0.010 | 0.203 | -0.397 | 0.043 | 0.036 | -0.077 | -0.198 | 1.000 | 0.736 | -0.067 | -0.448 | 0.022 | 0.069 | 0.014 | -0.110 | -0.001 | 0.009 | 0.028 | 0.057 |
| merchant_profile_03 | -0.007 | 0.018 | 0.004 | 0.000 | 0.011 | 0.008 | 0.101 | -0.398 | 0.020 | 0.017 | -0.038 | -0.556 | 0.736 | 1.000 | -0.067 | -0.157 | 0.004 | 0.042 | -0.022 | -0.032 | 0.038 | 0.022 | 0.071 | 0.023 |
| customer_digital_activity_01 | -0.016 | 0.004 | 0.034 | 0.032 | 0.036 | 0.036 | -0.024 | 0.020 | 0.008 | 0.036 | -0.019 | 0.030 | -0.067 | -0.067 | 1.000 | 0.036 | 0.029 | -0.046 | -0.018 | 0.099 | 0.014 | -0.014 | 0.001 | 0.051 |
| merchant_spend_10 | 0.046 | 0.052 | 0.041 | 0.079 | 0.069 | 0.082 | -0.355 | 0.361 | 0.064 | 0.065 | 0.147 | 0.343 | -0.448 | -0.157 | 0.036 | 1.000 | 0.077 | -0.002 | 0.234 | -0.041 | -0.091 | 0.006 | 0.048 | 0.000 |
| customer_profile_03 | 0.171 | 0.476 | 0.578 | 0.608 | 0.631 | 0.630 | -0.012 | 0.056 | 0.560 | 0.550 | -0.002 | 0.043 | 0.022 | 0.004 | 0.029 | 0.077 | 1.000 | 0.267 | 0.116 | -0.087 | -0.046 | 0.026 | 0.024 | 0.033 |
| customer_digital_activity_02 | 0.055 | 0.229 | 0.266 | 0.275 | 0.294 | 0.288 | -0.039 | -0.000 | 0.289 | 0.294 | -0.003 | 0.009 | 0.069 | 0.042 | -0.046 | -0.002 | 0.267 | 1.000 | 0.066 | -0.183 | -0.010 | 0.017 | 0.111 | 0.000 |
| customer_profile_04 | 0.077 | 0.112 | 0.049 | 0.131 | 0.108 | 0.139 | -0.066 | 0.154 | 0.108 | 0.112 | -0.005 | 0.137 | 0.014 | -0.022 | -0.018 | 0.234 | 0.116 | 0.066 | 1.000 | -0.159 | -0.569 | 0.018 | 0.000 | 0.000 |
| distance_05 | 0.020 | -0.050 | -0.049 | -0.051 | -0.065 | -0.066 | 0.108 | 0.003 | -0.075 | -0.062 | 0.147 | -0.159 | -0.110 | -0.032 | 0.099 | -0.041 | -0.087 | -0.183 | -0.159 | 1.000 | 0.056 | -0.042 | 0.000 | 0.000 |
| customer | -0.042 | -0.061 | -0.024 | -0.065 | -0.047 | -0.063 | 0.021 | -0.088 | -0.044 | -0.044 | -0.012 | -0.075 | -0.001 | 0.038 | 0.014 | -0.091 | -0.046 | -0.010 | -0.569 | 0.056 | 1.000 | -0.010 | 0.021 | 0.073 |
| merchant | 0.003 | 0.016 | 0.016 | 0.022 | 0.033 | 0.036 | 0.025 | -0.006 | 0.044 | 0.036 | -0.023 | -0.017 | 0.009 | 0.022 | -0.014 | 0.006 | 0.026 | 0.017 | 0.018 | -0.042 | -0.010 | 1.000 | 0.049 | 0.000 |
| ind_recommended | 0.000 | 0.044 | 0.071 | 0.014 | 0.081 | 0.080 | 0.000 | 0.021 | 0.048 | 0.000 | 0.000 | 0.000 | 0.028 | 0.071 | 0.001 | 0.048 | 0.024 | 0.111 | 0.000 | 0.000 | 0.021 | 0.049 | 1.000 | 0.000 |
| activation | 0.000 | 0.071 | 0.072 | 0.000 | 0.078 | 0.077 | 0.011 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.023 | 0.051 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 1.000 |
| ind_recommended | activation | customer_spend_01 | customer_spend_02 | customer_spend_03 | customer_spend_05 | customer_spend_06 | customer_spend_07 | merchant_spend_06 | merchant_profile_01 | customer_profile_01 | customer_profile_02 | distance_04 | merchant_profile_02 | merchant_spend_09 | merchant_profile_03 | customer_digital_activity_01 | merchant_spend_10 | customer_profile_03 | customer_digital_activity_02 | customer_profile_04 | distance_05 | customer | merchant | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6844775 | 0 | 0 | 28.551667 | 2.0 | 10.0 | 5649.65 | 51.0 | 44.0 | 49.0 | 103.0 | 240.76 | 1960.50 | 1.000000 | 0.210526 | 368.0 | 2394.0 | 1.000000 | 65.440000 | 20.610176 | 1.333333 | 43.0 | 19.821790 | 234367 | 116342 |
| 1311093 | 0 | 0 | 87.500000 | 2.0 | 5.0 | 1350.48 | 21.0 | 21.0 | 33.0 | 326.0 | 330.83 | 225.00 | 1.892857 | 0.037037 | 24999.0 | 36593.0 | 0.311111 | 57.357143 | 2.088585 | 1.000000 | 130.0 | 9.107327 | 129979 | 38976 |
| 5307172 | 0 | 0 | 51.278871 | 14.0 | 114.0 | 18484.08 | 698.0 | 296.0 | 80.0 | 406.0 | 2438.38 | 2767.04 | 6.500000 | 0.333333 | 13770.0 | 7236.0 | 1.000000 | 104.940000 | 99.865910 | 7.000000 | 91.0 | 12.508751 | 247824 | 322356 |
| 7750452 | 1 | 0 | 29.933628 | 16.0 | 144.0 | 18451.65 | 1264.0 | 330.0 | -999.0 | 101.0 | 3375.87 | 719.21 | 1.000000 | 0.600000 | NaN | NaN | 0.259259 | 6.530000 | 91.808765 | 4.000000 | 90.0 | 0.136353 | 378972 | 583909 |
| 9702391 | 0 | 0 | 49.677647 | 7.0 | 32.0 | 8772.82 | 221.0 | 158.0 | 23.0 | 408.0 | 815.45 | 735.48 | 9.500000 | 0.040000 | 6190.0 | 10220.0 | 0.950000 | 187.155000 | 44.547894 | 1.500000 | 492.0 | 9.600902 | 64420 | 372741 |
| 2111220 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | -999.0 | 406.0 | 0.00 | 0.00 | 7.000000 | 0.333333 | NaN | NaN | 0.781250 | 46.800000 | 0.000000 | 0.000000 | 104.0 | 10.957970 | 162227 | 73194 |
| 5469845 | 0 | 0 | 42.235714 | 22.0 | 116.0 | 14213.46 | 624.0 | 264.0 | 3.0 | 314.0 | 14402.68 | 13401.95 | NaN | 0.581197 | 1432.0 | 186.0 | 0.000000 | 250.000000 | 97.744501 | 4.666667 | 159.0 | 2.409571 | 239182 | 512739 |
| 5888123 | 0 | 0 | 36.636522 | 9.0 | 62.0 | 6139.74 | 223.0 | 145.0 | 24.0 | 202.0 | 3404.27 | 5000.00 | 35.500000 | 0.595745 | 19236.0 | 861.0 | 0.800000 | 3.855263 | 47.232477 | 32.500000 | 123.0 | 7.674247 | 201293 | 436105 |
| 4865600 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | 8.333333 | 0.093023 | 20031.0 | 33068.0 | 0.520000 | 67.031250 | 0.000000 | 0.000000 | 30.0 | 7.153737 | 353939 | 429398 |
| 7545175 | 1 | 0 | 36.068333 | 6.0 | 16.0 | 1420.83 | 125.0 | 104.0 | 90.0 | 415.0 | 271.83 | 400.00 | NaN | NaN | NaN | NaN | 0.142857 | NaN | 66.884405 | 14.333333 | 322.0 | 2.319877 | 75946 | 493616 |
| ind_recommended | activation | customer_spend_01 | customer_spend_02 | customer_spend_03 | customer_spend_05 | customer_spend_06 | customer_spend_07 | merchant_spend_06 | merchant_profile_01 | customer_profile_01 | customer_profile_02 | distance_04 | merchant_profile_02 | merchant_spend_09 | merchant_profile_03 | customer_digital_activity_01 | merchant_spend_10 | customer_profile_03 | customer_digital_activity_02 | customer_profile_04 | distance_05 | customer | merchant | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3963450 | 0 | 0 | 85.992258 | 12.0 | 147.0 | 26242.46 | 442.0 | 237.0 | 17.0 | 101.0 | 3937.29 | 6000.00 | 2.100559 | 0.091065 | 66231.0 | 88333.0 | 0.750000 | 23.300000 | 82.587291 | 5.500000 | 222.0 | 1.236361 | 351023 | 242435 |
| 8390596 | 0 | 0 | 55.007273 | 9.0 | 88.0 | 11001.95 | 365.0 | 193.0 | 28.0 | 101.0 | 2154.24 | 2524.39 | 1.000000 | 0.275362 | 50250.0 | 22713.0 | 0.324324 | 28.888333 | 100.000000 | 4.000000 | 180.0 | 1.504913 | 200555 | 161978 |
| 7401352 | 0 | 0 | 1.000000 | 1.0 | 2.0 | 534.12 | 23.0 | 21.0 | 94.0 | 101.0 | 416.09 | 167.22 | 76.000000 | NaN | NaN | NaN | 0.545455 | 33.220000 | 6.046022 | 3.666667 | 147.0 | 4.108611 | 227801 | 58127 |
| 9855129 | 0 | 0 | 34.651500 | 7.0 | 61.0 | 6036.25 | 195.0 | 114.0 | 86.0 | 103.0 | 853.67 | 100.00 | 10.142857 | 0.130435 | 4734.0 | 4266.0 | 0.071429 | 11.450000 | 60.518382 | 0.500000 | 26.0 | 0.977735 | 374684 | 5391 |
| 9362844 | 0 | 0 | 45.751111 | 15.0 | 83.0 | 7408.15 | 314.0 | 183.0 | 48.0 | 420.0 | 841.01 | 1425.06 | 1.000000 | 0.180000 | 6651.0 | 5973.0 | 0.240000 | 27.535000 | 69.365594 | 0.166667 | 43.0 | 5.560725 | 225658 | 12409 |
| 1120591 | 0 | 0 | 63.675556 | 7.0 | 25.0 | 3240.79 | 155.0 | 115.0 | 18.0 | 416.0 | 179.66 | 247.19 | 3.674342 | 0.210843 | 34562.0 | 19009.0 | 0.000000 | 23.950000 | 89.269872 | 1.500000 | 142.0 | 5.191798 | 128679 | 76945 |
| 6269344 | 0 | 0 | 27.917222 | 6.0 | 18.0 | 3351.41 | 86.0 | 71.0 | 52.0 | 326.0 | 1849.12 | 145.73 | 10.000000 | 0.250000 | 4580.0 | 16202.0 | 0.860000 | 187.000000 | 6.208299 | 3.500000 | 150.0 | 5.006359 | 204678 | 577648 |
| 9205001 | 0 | 0 | 57.084953 | 25.0 | 340.0 | 62357.22 | 1474.0 | 336.0 | 27.0 | 307.0 | 22770.20 | 12416.90 | 1.166667 | 0.434783 | 7324.0 | 3438.0 | 0.657143 | 454.760000 | 85.109879 | 2.833333 | 217.0 | 0.189227 | 206993 | 234195 |
| 1621498 | 0 | 0 | 45.161500 | 9.0 | 42.0 | 9836.26 | 493.0 | 252.0 | 24.0 | 319.0 | 3646.26 | 620.66 | 5.750000 | 0.227273 | 10889.0 | 10219.0 | 0.375000 | 265.000000 | 77.423244 | 2.500000 | 170.0 | 3.204308 | 21294 | 235647 |
| 1203971 | 0 | 0 | 25.337143 | 2.0 | 10.0 | 327.28 | 16.0 | 9.0 | 7.0 | 101.0 | 0.00 | 0.00 | 2.569401 | 0.075080 | 13517.0 | 92250.0 | 0.130435 | 55.740357 | 1.038256 | 1.166667 | 85.0 | 1.350307 | 343961 | 168301 |